Publications

2023

René Larisch, Julien Vitay, and Fred H. Hamker (2023)
Detecting Anomalies in System Logs With a Compact Convolutional Transformer
IEEE Access 11, 113464-113479
doi:10.1109/ACCESS.2023.3323252

URL PDF


Javier Baladron, Julien Vitay, Torsten Fietzek, and Fred H. Hamker (2023)
The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach
PLoS Comput Biol 19(4): e1011024
doi:10.1371/journal.pcbi.1011024

URL PDF Code


2022

Carolin Scholl, Javier Baladron, Julien Vitay, and Fred H. Hamker (2022)
Enhanced Habit Formation in Tourette Patients Explained by Shortcut Modulation in a Hierarchical Cortico-Basal Ganglia Model
Brain Structure and Function 227, 1031-1050
doi:10.1007/s00429-021-02446-x

URL PDF Preprint


Oliver Maith, Helge Ülo Dinkelbach, Javier Baladron, Julien Vitay, and Fred H. Hamker (2022)
BOLD monitoring in the neural simulator ANNarchy
Frontiers in Neuroinformatics 16:790966
doi:10.3389/fninf.2022.790966

URL PDF Code


Helge Ülo Dinkelbach, Badr-Eddine Bouhlal, Julien Vitay, and Fred H. Hamker (2022)
Auto-selection of an optimal sparse matrix format in the neuro-simulator ANNarchy
Frontiers in Neuroinformatics 16:877945
doi:10.3389/fninf.2022.877945

URL PDF Code


Aida Farahani, Julien Vitay, and Fred H. Hamker (2022)
Deep Neural Networks for Geometric Shape Deformation
In: Bergmann, R., Malburg, L., Rodermund, S.C., Timm, I.J. (eds). KI 2022: Advances in Artificial Intelligence. Lecture Notes in Computer Science, vol 13404. Springer, Cham
doi:10.1007/978-3-031-15791-2_9

URL PDF


Nicolas Kuske, Marco Ragni, Florian Röhrbein, Julien Vitay, and Fred H. Hamker (2022)
Demands and potentials of different levels of neuro-cognitive models für human spatial cognition
In: E. Ferstl, L. Konieczny, & R. Stülpnagel (eds). Proceedings of KogWiss2022, the 15th Biannual Conference of the German Society for Cognitive Science (pp. 115-116)
doi:10.6094/UNIFR/229611

URL PDF


2021

Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, and Jan Hendrik Metzen (2021)
Does enhanced shape bias improve neural network robustness to common corruptions?
In: International Conference on Learning Representations (ICLR)

URL PDF


Aida Farahani, Julien Vitay, and Fred H. Hamker (2021)
Geometric Deep Learning and solutions for the industry
Workshop 3D-NordOst 2021. Tagungsband 23. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten, Berlin, 02./03.12.2021: 105-113. ISBN: 978-3-942709-27-9


Payam Atoofi, Julien Vitay, and Fred H. Hamker (2021)
Geometric Deep Learning: Graph Neural Networks, Challenges, and Breakthroughs
Workshop 3D-NordOst 2021. Tagungsband 23. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten, Berlin, 02./03.12.2021:115-124. ISBN: 978-3-942709-27-9


2020

Enrico Schröder, Mirko Mählisch, Julien Vitay, and Fred H. Hamker (2020)
Monocular 3D Object Detection Using Feature Map Transformation: Towards Learning Perspective-Invariant Scene Representations
In: 2020 Fourth IEEE International Conference on Robotic Computing (IRC)
doi:10.1109/IRC.2020.00066

URL


Enrico Schröder, Sascha Braun, Mirko Mählisch, Julien Vitay, and Fred H. Hamker (2020)
Feature Map Transformation for Multi-sensor Fusion in Object Detection Networks for Autonomous Driving
In: Arai, K., Kapoor, S. (eds). Advances in Computer Vision. CVC 2019. Advances in Intelligent Systems and Computing, vol 944. Springer, Cham
doi:10.1007/978-3-030-17798-0_12

URL PDF


2019

Katharina Schmid, Julien Vitay, and Fred H. Hamker (2019)
Forward Models in the Cerebellum using Reservoirs and Perturbation Learning
In: 2019 Conference on Cognitive Computational Neuroscience, 13-16 September 2019, Berlin, Germany
doi:10.32470/CCN.2019.1139-0

URL PDF Poster


Helge Ülo Dinkelbach, Julien Vitay, and Fred H. Hamker (2019)
Scalable simulation of rate-coded and spiking neural networks on shared memory systems
In: 2019 Conference on Cognitive Computational Neuroscience, 13-16 September 2019, Berlin, Germany
doi:10.32470/CCN.2019.1109-0

URL PDF Poster


Valentin Forch, Julien Vitay, and Fred H. Hamker (2019)
Recurrent Spatial Attention for Facial Emotion Recognition
In Proceedings of Workshop Localize IT, Chemnitz Linux-Tage, Chemnitz (Germany).

PDF


2018

Francesc Villagrasa, Javier Baladron, Julien Vitay, Henning Schroll, Evan G. Antzoulatos, Earl K. Miller, and Fred H. Hamker (2018)
On the role of cortex-basal ganglia interactions for category learning: A neuro-computational approach
Journal of Neuroscience 38(44) 9551-9562
doi:10.1523/JNEUROSCI.0874-18.2018

URL PDF


Enrico Schröder, Mirko Mählisch, Julien Vitay, and Fred H. Hamker (2018)
Fusion of Camera and Lidar Data for Object Detection using Neural Networks
In Proceedings of 12. Workshop Fahrerassistenzsysteme und automatisiertes Fahren FAS 2018, 26-28.09.2018, Walting im Altmühltal (Germany). 138-146. Darmstadt:Uni-DAS e.V.

PDF


2017

Julien Vitay (2017)
On the role of dopamine in motivated behavior: a neuro-computational approach.
Habilitation (Technische Universität Chemnitz).

URL PDF


Lorenz Gönner, Julien Vitay, and Fred H. Hamker (2017)
Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Computational Model
Frontiers in Computational Neuroscience 11:84
doi:10.3389/fncom.2017.00084

URL PDF


Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C.Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael N. Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Daniel McGlinn, Christoph Metzner, Owen Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Joseph Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, and Tiziano Zito (2017)
Sustainable computational science: the ReScience initiative
PeerJ Computer Science 3:e142
doi:10.7717/peerj-cs.142

URL PDF


Winfried Lötzsch, Julien Vitay, and Fred H. Hamker (2017)
Training a deep policy gradient-based neural network with asynchronous learners on a simulated robotic problem
In: Eibl, M. and Gaedke, M. (eds). INFORMATIK 2017. Gesellschaft für Informatik, Bonn. 2143-2154
doi:10.18420/in2017_214

URL PDF


2016

Julien Vitay (2016)
[Re] Robust timing and motor patterns by taming chaos in recurrent neural networks
Rescience, 2(1)
doi:10.5281/zenodo.159545

URL PDF Code


2015

Julien Vitay, Helge Ülo Dinkelbach, and Fred H. Hamker (2015)
ANNarchy: a code generation approach to neural simulations on parallel hardware
Frontiers in Neuroinformatics 9:19
doi:10.3389/fninf.2015.00019

URL PDF Code


2014

Julien Vitay and Fred H. Hamker (2014)
Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area
Frontiers in Neurorobotics 8:4
doi:10.3389/fnbot.2014.00004

URL PDF Code


Henning Schroll, Julien Vitay, and Fred H. Hamker (2014)
Dysfunctional and compensatory synaptic plasticity in Parkinson’s disease
European Journal of Neuroscience, 39: 688-702
doi:10.1111/ejn.12434

URL PDF


2012

Helge Ü. Dinkelbach, Julien Vitay, and Fred H. Hamker (2012)
Comparison of GPU- and CPU-implementations of mean-firing rate neural networks on parallel hardware
Network: Computation in Neural Systems 23(4)
doi:10.3109/0954898X.2012.739292

URL PDF


Henning Schroll, Julien Vitay, and Fred H. Hamker (2012)
Working memory and response selection: A computational account of interactions among cortico-basalganglio-thalamic loops
Neural Networks, 26
doi:10.1016/j.neunet.2011.10.008

URL PDF


Julien Vitay and Fred H. Hamker (2012)
Basal Ganglia learning
In Encyclopedia of the Sciences of Learning. Seel, Norbert M. (ed).
doi:10.1007/978-1-4419-1428-6

URL


2011

Julien Vitay and Fred H. Hamker (2011)
A Neuroscientific View on the Role of Emotions in Behaving Cognitive Agents
Künstliche Intelligenz 25(3)
doi:10.1007/s13218-011-0106-y

PDF


2010

Julien Vitay and Fred H. Hamker (2010)
A computational model of basal ganglia and its role in memory retrieval in rewarded visual memory tasks
Frontiers in Computational Neuroscience 4(13)
doi:10.3389/fncom.2010.00013

URL PDF


2009

Julien Vitay, Jérémy Fix, Frederik Beuth, Henning Schroll, and Fred H. Hamker (2009)
Biological Models of Reinforcement Learning
Künstliche Intelligenz 23(3)

PDF


2008

Julien Vitay and Fred H. Hamker (2008)
Sustained Activities and Retrieval in a Computational Model of the Perirhinal Cortex
Journal of Cognitive Neuroscience 20(11)
doi:10.1162/jocn.2008.20147

URL PDF


2007

Julien Vitay and Fred H. Hamker (2007)
On the role of dopamine in cognitive vision
In: Paletta, L., Rome, E. (eds). Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint. WAPCV 2007. Lecture Notes in Computer Science(), vol 4840. Springer, Berlin, Heidelberg
doi:10.1007/978-3-540-77343-6_23

URL PDF


2006

Julien Vitay (2006)
Emergence of sensorimotor functions on a numerical distributed neural substrate
PhD thesis (Université Henri-Poincaré Nancy-I)

PDF


Jérémy Fix, Julien Vitay, and Nicolas P. Rougier (2006)
A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task
In: Butz, M.V., Sigaud, O., Pezzulo, G., Baldassarre, G. (eds). Anticipatory Behavior in Adaptive Learning Systems. ABiALS 2006. Lecture Notes in Computer Science(), vol 4520. Springer, Berlin, Heidelberg
doi:10.1007/978-3-540-74262-3_10

URL PDF


2005

Nicolas P. Rougier and Julien Vitay (2005)
Emergence of attention within a neural population
Neural Networks 19(5)
doi:10.1016/j.neunet.2005.04.004

URL PDF


Julien Vitay, Nicolas P. Rougier, and Frédéric Alexandre (2005)
A distributed model of spatial visual attention
In: Wermter, S., Palm, G., Elshaw, M. (eds). Biomimetic Neural Learning for Intelligent Robots. Lecture Notes in Computer Science(), vol 3575. Springer, Berlin, Heidelberg
doi:10.1007/11521082_4

URL PDF


Julien Vitay (2005)
Towards Teaching a Robot to Count
In: Berthouze, L., Kaplan, F., Kozima, H., Yano, H., Konczak, J., Metta, G., Nadel, J., Sandini, G., Stojanov, G. and Balkenius, C. (eds). Proceedings of the Fifth International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems. Lund University Cognitive Studies, 123. ISBN 91-974741-4-2

PDF


2023

René Larisch, Julien Vitay, and Fred H. Hamker (2023)
Detecting Anomalies in System Logs With a Compact Convolutional Transformer
IEEE Access 11, 113464-113479
doi:10.1109/ACCESS.2023.3323252

URL PDF


Javier Baladron, Julien Vitay, Torsten Fietzek, and Fred H. Hamker (2023)
The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach
PLoS Comput Biol 19(4): e1011024
doi:10.1371/journal.pcbi.1011024

URL PDF Code


2022

Carolin Scholl, Javier Baladron, Julien Vitay, and Fred H. Hamker (2022)
Enhanced Habit Formation in Tourette Patients Explained by Shortcut Modulation in a Hierarchical Cortico-Basal Ganglia Model
Brain Structure and Function 227, 1031-1050
doi:10.1007/s00429-021-02446-x

URL PDF Preprint


Oliver Maith, Helge Ülo Dinkelbach, Javier Baladron, Julien Vitay, and Fred H. Hamker (2022)
BOLD monitoring in the neural simulator ANNarchy
Frontiers in Neuroinformatics 16:790966
doi:10.3389/fninf.2022.790966

URL PDF Code


Helge Ülo Dinkelbach, Badr-Eddine Bouhlal, Julien Vitay, and Fred H. Hamker (2022)
Auto-selection of an optimal sparse matrix format in the neuro-simulator ANNarchy
Frontiers in Neuroinformatics 16:877945
doi:10.3389/fninf.2022.877945

URL PDF Code


2018

Francesc Villagrasa, Javier Baladron, Julien Vitay, Henning Schroll, Evan G. Antzoulatos, Earl K. Miller, and Fred H. Hamker (2018)
On the role of cortex-basal ganglia interactions for category learning: A neuro-computational approach
Journal of Neuroscience 38(44) 9551-9562
doi:10.1523/JNEUROSCI.0874-18.2018

URL PDF


2017

Lorenz Gönner, Julien Vitay, and Fred H. Hamker (2017)
Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Computational Model
Frontiers in Computational Neuroscience 11:84
doi:10.3389/fncom.2017.00084

URL PDF


Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C.Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael N. Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Daniel McGlinn, Christoph Metzner, Owen Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Joseph Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, and Tiziano Zito (2017)
Sustainable computational science: the ReScience initiative
PeerJ Computer Science 3:e142
doi:10.7717/peerj-cs.142

URL PDF


2016

Julien Vitay (2016)
[Re] Robust timing and motor patterns by taming chaos in recurrent neural networks
Rescience, 2(1)
doi:10.5281/zenodo.159545

URL PDF Code


2015

Julien Vitay, Helge Ülo Dinkelbach, and Fred H. Hamker (2015)
ANNarchy: a code generation approach to neural simulations on parallel hardware
Frontiers in Neuroinformatics 9:19
doi:10.3389/fninf.2015.00019

URL PDF Code


2014

Julien Vitay and Fred H. Hamker (2014)
Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area
Frontiers in Neurorobotics 8:4
doi:10.3389/fnbot.2014.00004

URL PDF Code


Henning Schroll, Julien Vitay, and Fred H. Hamker (2014)
Dysfunctional and compensatory synaptic plasticity in Parkinson’s disease
European Journal of Neuroscience, 39: 688-702
doi:10.1111/ejn.12434

URL PDF


2012

Helge Ü. Dinkelbach, Julien Vitay, and Fred H. Hamker (2012)
Comparison of GPU- and CPU-implementations of mean-firing rate neural networks on parallel hardware
Network: Computation in Neural Systems 23(4)
doi:10.3109/0954898X.2012.739292

URL PDF


Henning Schroll, Julien Vitay, and Fred H. Hamker (2012)
Working memory and response selection: A computational account of interactions among cortico-basalganglio-thalamic loops
Neural Networks, 26
doi:10.1016/j.neunet.2011.10.008

URL PDF


2011

Julien Vitay and Fred H. Hamker (2011)
A Neuroscientific View on the Role of Emotions in Behaving Cognitive Agents
Künstliche Intelligenz 25(3)
doi:10.1007/s13218-011-0106-y

PDF


2010

Julien Vitay and Fred H. Hamker (2010)
A computational model of basal ganglia and its role in memory retrieval in rewarded visual memory tasks
Frontiers in Computational Neuroscience 4(13)
doi:10.3389/fncom.2010.00013

URL PDF


2009

Julien Vitay, Jérémy Fix, Frederik Beuth, Henning Schroll, and Fred H. Hamker (2009)
Biological Models of Reinforcement Learning
Künstliche Intelligenz 23(3)

PDF


2008

Julien Vitay and Fred H. Hamker (2008)
Sustained Activities and Retrieval in a Computational Model of the Perirhinal Cortex
Journal of Cognitive Neuroscience 20(11)
doi:10.1162/jocn.2008.20147

URL PDF


2005

Nicolas P. Rougier and Julien Vitay (2005)
Emergence of attention within a neural population
Neural Networks 19(5)
doi:10.1016/j.neunet.2005.04.004

URL PDF


2022

Aida Farahani, Julien Vitay, and Fred H. Hamker (2022)
Deep Neural Networks for Geometric Shape Deformation
In: Bergmann, R., Malburg, L., Rodermund, S.C., Timm, I.J. (eds). KI 2022: Advances in Artificial Intelligence. Lecture Notes in Computer Science, vol 13404. Springer, Cham
doi:10.1007/978-3-031-15791-2_9

URL PDF


Nicolas Kuske, Marco Ragni, Florian Röhrbein, Julien Vitay, and Fred H. Hamker (2022)
Demands and potentials of different levels of neuro-cognitive models für human spatial cognition
In: E. Ferstl, L. Konieczny, & R. Stülpnagel (eds). Proceedings of KogWiss2022, the 15th Biannual Conference of the German Society for Cognitive Science (pp. 115-116)
doi:10.6094/UNIFR/229611

URL PDF


2021

Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, and Jan Hendrik Metzen (2021)
Does enhanced shape bias improve neural network robustness to common corruptions?
In: International Conference on Learning Representations (ICLR)

URL PDF


Aida Farahani, Julien Vitay, and Fred H. Hamker (2021)
Geometric Deep Learning and solutions for the industry
Workshop 3D-NordOst 2021. Tagungsband 23. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten, Berlin, 02./03.12.2021: 105-113. ISBN: 978-3-942709-27-9


Payam Atoofi, Julien Vitay, and Fred H. Hamker (2021)
Geometric Deep Learning: Graph Neural Networks, Challenges, and Breakthroughs
Workshop 3D-NordOst 2021. Tagungsband 23. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten, Berlin, 02./03.12.2021:115-124. ISBN: 978-3-942709-27-9


2020

Enrico Schröder, Mirko Mählisch, Julien Vitay, and Fred H. Hamker (2020)
Monocular 3D Object Detection Using Feature Map Transformation: Towards Learning Perspective-Invariant Scene Representations
In: 2020 Fourth IEEE International Conference on Robotic Computing (IRC)
doi:10.1109/IRC.2020.00066

URL


Enrico Schröder, Sascha Braun, Mirko Mählisch, Julien Vitay, and Fred H. Hamker (2020)
Feature Map Transformation for Multi-sensor Fusion in Object Detection Networks for Autonomous Driving
In: Arai, K., Kapoor, S. (eds). Advances in Computer Vision. CVC 2019. Advances in Intelligent Systems and Computing, vol 944. Springer, Cham
doi:10.1007/978-3-030-17798-0_12

URL PDF


2019

Katharina Schmid, Julien Vitay, and Fred H. Hamker (2019)
Forward Models in the Cerebellum using Reservoirs and Perturbation Learning
In: 2019 Conference on Cognitive Computational Neuroscience, 13-16 September 2019, Berlin, Germany
doi:10.32470/CCN.2019.1139-0

URL PDF Poster


Helge Ülo Dinkelbach, Julien Vitay, and Fred H. Hamker (2019)
Scalable simulation of rate-coded and spiking neural networks on shared memory systems
In: 2019 Conference on Cognitive Computational Neuroscience, 13-16 September 2019, Berlin, Germany
doi:10.32470/CCN.2019.1109-0

URL PDF Poster


Valentin Forch, Julien Vitay, and Fred H. Hamker (2019)
Recurrent Spatial Attention for Facial Emotion Recognition
In Proceedings of Workshop Localize IT, Chemnitz Linux-Tage, Chemnitz (Germany).

PDF


2018

Enrico Schröder, Mirko Mählisch, Julien Vitay, and Fred H. Hamker (2018)
Fusion of Camera and Lidar Data for Object Detection using Neural Networks
In Proceedings of 12. Workshop Fahrerassistenzsysteme und automatisiertes Fahren FAS 2018, 26-28.09.2018, Walting im Altmühltal (Germany). 138-146. Darmstadt:Uni-DAS e.V.

PDF


2017

Winfried Lötzsch, Julien Vitay, and Fred H. Hamker (2017)
Training a deep policy gradient-based neural network with asynchronous learners on a simulated robotic problem
In: Eibl, M. and Gaedke, M. (eds). INFORMATIK 2017. Gesellschaft für Informatik, Bonn. 2143-2154
doi:10.18420/in2017_214

URL PDF


2006

Jérémy Fix, Julien Vitay, and Nicolas P. Rougier (2006)
A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task
In: Butz, M.V., Sigaud, O., Pezzulo, G., Baldassarre, G. (eds). Anticipatory Behavior in Adaptive Learning Systems. ABiALS 2006. Lecture Notes in Computer Science(), vol 4520. Springer, Berlin, Heidelberg
doi:10.1007/978-3-540-74262-3_10

URL PDF


2005

Julien Vitay (2005)
Towards Teaching a Robot to Count
In: Berthouze, L., Kaplan, F., Kozima, H., Yano, H., Konczak, J., Metta, G., Nadel, J., Sandini, G., Stojanov, G. and Balkenius, C. (eds). Proceedings of the Fifth International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems. Lund University Cognitive Studies, 123. ISBN 91-974741-4-2

PDF


2012

Julien Vitay and Fred H. Hamker (2012)
Basal Ganglia learning
In Encyclopedia of the Sciences of Learning. Seel, Norbert M. (ed).
doi:10.1007/978-1-4419-1428-6

URL


2007

Julien Vitay and Fred H. Hamker (2007)
On the role of dopamine in cognitive vision
In: Paletta, L., Rome, E. (eds). Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint. WAPCV 2007. Lecture Notes in Computer Science(), vol 4840. Springer, Berlin, Heidelberg
doi:10.1007/978-3-540-77343-6_23

URL PDF


2005

Julien Vitay, Nicolas P. Rougier, and Frédéric Alexandre (2005)
A distributed model of spatial visual attention
In: Wermter, S., Palm, G., Elshaw, M. (eds). Biomimetic Neural Learning for Intelligent Robots. Lecture Notes in Computer Science(), vol 3575. Springer, Berlin, Heidelberg
doi:10.1007/11521082_4

URL PDF


2017

Julien Vitay (2017)
On the role of dopamine in motivated behavior: a neuro-computational approach.
Habilitation (Technische Universität Chemnitz).

URL PDF


2006

Julien Vitay (2006)
Emergence of sensorimotor functions on a numerical distributed neural substrate
PhD thesis (Université Henri-Poincaré Nancy-I)

PDF